Pith Number

pith:JJDI64WO

pith:2025:JJDI64WOHZPQMIQ2FFX7GOMLFM

not attested not anchored not stored refs pending

Normality Calibration in Semi-supervised Graph Anomaly Detection

Guansong Pang, Guoguo Ai, Guolei Zeng, Hezhe Qiao, Jinsong Guo

arxiv:2510.02014 v3 · 2025-10-02 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JJDI64WOHZPQMIQ2FFX7GOMLFM}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-06-09T01:04:39.366958Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a468f72ce3e5f06221a296ff3398b2b0f9104256b43e4c982079f1450c4c1f3

Aliases

arxiv: 2510.02014 · arxiv_version: 2510.02014v3 · doi: 10.48550/arxiv.2510.02014 · pith_short_12: JJDI64WOHZPQ · pith_short_16: JJDI64WOHZPQMIQ2 · pith_short_8: JJDI64WO

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/JJDI64WOHZPQMIQ2FFX7GOMLFM \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 4a468f72ce3e5f06221a296ff3398b2b0f9104256b43e4c982079f1450c4c1f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1fb4e6503a3fd06dfe91795439b7a18d906f3b7e4413922c67a484013fe2ac24",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-02T13:36:04Z",
    "title_canon_sha256": "2b2116c0ce260bae68bfa21fec5e9fd83f140010899eabb0172ad712125e92d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.02014",
    "kind": "arxiv",
    "version": 3
  }
}